... machine learning techniques, and data mining methodologies. * Analyze large volumes of ... Physics, Chemistry, or a related technical discipline. * 5+ years of experience performing data ...
... machine learning techniques, and data mining methodologies. * Analyze large volumes of ... Physics, Chemistry, or a related technical discipline. * 5+ years of experience performing data ...
Custom Circuits Design Engineer
$150K - $277K/yr
Machine learning accelerators, SRAM circuits, non-volatile memories, weak / moderate inversion ... device physics, leakage mechanisms, technology interactions with device behavior. - Solid ...
Custom Circuits Design Engineer
$150K - $277K/yr
Machine learning accelerators, SRAM circuits, non-volatile memories, weak / moderate inversion ... device physics, leakage mechanisms, technology interactions with device behavior. - Solid ...
... drive data-informed decisions. DAY-TO-DAY: * Design, develop, and validate analysis systems ... Have demonstrated experience in applying statistical modeling, machine learning, and modern ...
... drive data-informed decisions. DAY-TO-DAY: * Design, develop, and validate analysis systems ... Have demonstrated experience in applying statistical modeling, machine learning, and modern ...
Senior Basketball Researcher
Tualatin, OR · On-site
... drive data-informed decisions. DAY-TO-DAY: * Design, develop, and validate analysis systems ... Have demonstrated experience in applying statistical modeling, machine learning, and modern ...
Senior Basketball Researcher
Tualatin, OR · On-site
... drive data-informed decisions. DAY-TO-DAY: * Design, develop, and validate analysis systems ... Have demonstrated experience in applying statistical modeling, machine learning, and modern ...
Research and implement novel machine learning approaches, including advancing state-of-the-art ... Physics, etc.) * 3+ years of experience in AI/ML algorithm development using core data science ...
Research and implement novel machine learning approaches, including advancing state-of-the-art ... Physics, etc.) * 3+ years of experience in AI/ML algorithm development using core data science ...
Staff Data Scientist
Portland, OR · Remote
You possess a strong foundation in traditional predictive machine learning (e.g., classification ... Economics, Physics) or equivalent professional experience. * You are able to manage product ...
Quick apply
Staff Data Scientist
Portland, OR · Remote
You possess a strong foundation in traditional predictive machine learning (e.g., classification ... Economics, Physics) or equivalent professional experience. * You are able to manage product ...
Research and implement novel machine learning approaches, including advancing state-of-the-art ... D. in a relevant STEM field (Data Science, Computer Science, Engineering, Physics, Mathematics, etc ...
Research and implement novel machine learning approaches, including advancing state-of-the-art ... D. in a relevant STEM field (Data Science, Computer Science, Engineering, Physics, Mathematics, etc ...
Product Engineer 3
Tualatin, OR · On-site
... Physics, Applied Mathematics, or related disciplines. * Strong experience in signal processing ... Exposure to machine learning techniques for image classification, segmentation, and time-series ...
Product Engineer 3
Tualatin, OR · On-site
... Physics, Applied Mathematics, or related disciplines. * Strong experience in signal processing ... Exposure to machine learning techniques for image classification, segmentation, and time-series ...
Operations Specialist I, Lifesciences
Portland, OR · Remote
$20 - $24/hr
As a recognized leader in AI and machine learning, our team leverages data and patented technology ... Ability to stay independently informed by reviewing all communications provided throughout the ...
Quick apply
Operations Specialist I, Lifesciences
Portland, OR · Remote
$20 - $24/hr
As a recognized leader in AI and machine learning, our team leverages data and patented technology ... Ability to stay independently informed by reviewing all communications provided throughout the ...
Safety & Occupational Health Specialist
Sandy, OR · On-site
$52K/yr
... health, mathematics, physics, chemistry, biological sciences, engineering, and industrial ... machines, radios, and other equipment and resources used in natural resource management; and/or ...
Safety & Occupational Health Specialist
Sandy, OR · On-site
$52K/yr
... health, mathematics, physics, chemistry, biological sciences, engineering, and industrial ... machines, radios, and other equipment and resources used in natural resource management; and/or ...
Safety & Occupational Health Specialist
Sandy, OR · On-site
$52K/yr
... health, mathematics, physics, chemistry, biological sciences, engineering, and industrial ... machines, radios, and other equipment and resources used in natural resource management; and/or ...
Safety & Occupational Health Specialist
Sandy, OR · On-site
$52K/yr
... health, mathematics, physics, chemistry, biological sciences, engineering, and industrial ... machines, radios, and other equipment and resources used in natural resource management; and/or ...
GenAI Python Systems Engineer - Senior Associate
$77K - $202K/yr
They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in artificial intelligence and machine learning at PwC ...
GenAI Python Systems Engineer - Senior Associate
$77K - $202K/yr
They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in artificial intelligence and machine learning at PwC ...
GenAI Python Systems Engineer-Manager
Portland, OR · On-site
$99K - $232K/yr
They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in artificial intelligence and machine learning at PwC ...
GenAI Python Systems Engineer-Manager
Portland, OR · On-site
$99K - $232K/yr
They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in artificial intelligence and machine learning at PwC ...
Experience with Artificial intelligence/machine learning driven human resources solutions ... well-informed outcomes. * Manage day-to-day operations and cross-functional coordination across ...
Experience with Artificial intelligence/machine learning driven human resources solutions ... well-informed outcomes. * Manage day-to-day operations and cross-functional coordination across ...
Applied AI Health System Engineer - Senior Manager
$124K - $280K/yr
They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in artificial intelligence and machine learning at PwC ...
Applied AI Health System Engineer - Senior Manager
$124K - $280K/yr
They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in artificial intelligence and machine learning at PwC ...
They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in artificial intelligence and machine learning at PwC ...
They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in artificial intelligence and machine learning at PwC ...
GenAI Python Systems Engineer -Senior Manager
Portland, OR · On-site
$124K - $280K/yr
They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in artificial intelligence and machine learning at PwC ...
GenAI Python Systems Engineer -Senior Manager
Portland, OR · On-site
$124K - $280K/yr
They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in artificial intelligence and machine learning at PwC ...
Oracle Cloud Finance Consultant - Senior Manager
Portland, OR · On-site
$124K - $280K/yr
... Machine Learning and Analytics in conjunction with their ERP platform. You will bring a blend of ... Keeping leadership informed of progress and issues. Travel Requirements Up to 80% Job Posting End ...
Oracle Cloud Finance Consultant - Senior Manager
Portland, OR · On-site
$124K - $280K/yr
... Machine Learning and Analytics in conjunction with their ERP platform. You will bring a blend of ... Keeping leadership informed of progress and issues. Travel Requirements Up to 80% Job Posting End ...
Oracle Cloud Finance - Manager
Portland, OR · On-site
$99K - $232K/yr
... Machine Learning and Analytics in conjunction with their ERP platform. You will bring a blend of ... Provides candid, meaningful feedback in a timely manner; and, Keeps leadership informed of progress ...
Oracle Cloud Finance - Manager
Portland, OR · On-site
$99K - $232K/yr
... Machine Learning and Analytics in conjunction with their ERP platform. You will bring a blend of ... Provides candid, meaningful feedback in a timely manner; and, Keeps leadership informed of progress ...
Bachelor's degree in Engineering, Physics, Materials Science, Data Science, or related field ... Experience integrating data analytics, machine learning, or AI solutions into engineering workflows.
Bachelor's degree in Engineering, Physics, Materials Science, Data Science, or related field ... Experience integrating data analytics, machine learning, or AI solutions into engineering workflows.
Physics Informed Machine Learning information
See Gresham, OR salary details
$5.60 - $7.55
0% of jobs
$7.55 - $9.49
0% of jobs
$9.49 - $11.44
0% of jobs
$11.44 - $13.38
24% of jobs
$13.47 is the 25th percentile. Wages below this are outliers.
$13.38 - $15.33
16% of jobs
$15.33 - $17.27
0% of jobs
$17.27 - $19.22
0% of jobs
$19.22 - $21.16
0% of jobs
$21.16 - $23.10
0% of jobs
The median wage is $23.57 / hr.
$23.10 - $25.05
40% of jobs
$25.05 - $26.99
19% of jobs
$5
$21
$26
How much do physics informed machine learning jobs pay per hour?
What are the key skills and qualifications needed to thrive in the Physics Informed Machine Learning position, and why are they important?
To thrive in Physics Informed Machine Learning, you need a solid background in physics, strong mathematical and statistical skills, and experience with machine learning algorithms, typically supported by an advanced degree in a relevant field. Proficiency with programming languages like Python, frameworks such as TensorFlow or PyTorch, and familiarity with numerical simulation tools are commonly required. Effective problem-solving, clear communication, and the ability to collaborate with interdisciplinary teams make a significant impact in this role. These capabilities are essential for developing robust, interpretable machine learning models that leverage physical laws to solve complex, real-world problems.
What are the typical challenges faced by professionals working in Physics Informed Machine Learning roles?
Professionals in Physics Informed Machine Learning often encounter challenges integrating complex physical theories with advanced machine learning models, requiring deep domain knowledge and strong technical skills. Balancing model accuracy with computational efficiency and ensuring that models are both interpretable and generalizable can be demanding. Collaboration with domain experts, data scientists, and engineers is common, as projects often span multiple disciplines. Successfully navigating these challenges provides valuable experience and is highly regarded, often leading to further career advancement in research, engineering, or leadership positions.
What is a Physics Informed Machine Learning job?
A Physics Informed Machine Learning (PIML) job involves developing AI models that integrate physics-based principles to improve accuracy, interpretability, and generalization. Professionals in this role use machine learning techniques alongside domain knowledge in physics, engineering, or applied sciences to solve complex problems in areas like fluid dynamics, materials science, and climate modeling. Responsibilities often include designing algorithms, implementing simulations, and validating results against experimental or real-world data. Employers typically seek expertise in deep learning, numerical methods, and programming languages like Python.
Full-time
Medical, Retirement, PTO
Posted 27 days ago
Intel rating
8.7
Based on 146 frontline employees who took The Breakroom Quiz
11th of 142 rated electronics manufacturers
Job description
Yield Analysis and Defects Lead Engineer
The Advanced Packaging Technology and Manufacturing (APTM) Yield Group is seeking a Yield Analysis and Defects Lead Engineer to drive yield and defect improvement initiatives across Intel's advanced packaging technology portfolio.
In this role, you will lead efforts to identify, analyze, and resolve yield-limiting mechanisms throughout technology development and high-volume manufacturing (HVM). You will work with large-scale datasets, advanced analytics, inline metrology systems, and cross-functional engineering teams to improve manufacturing processes, test methodologies, and defect detection capabilities.
The successful candidate will establish team priorities, influence technical roadmaps, drive results across organizational boundaries, and ensure progress toward key yield milestones. This position offers the opportunity to become a technical expert in advanced packaging technologies while solving complex manufacturing and yield challenges.
Key Responsibilities
- Extract insights from structured and unstructured datasets using statistical analysis, machine learning techniques, and data mining methodologies.
- Analyze large volumes of manufacturing, test, and defect data to identify yield-impacting trends and opportunities for improvement.
- Develop and implement solutions using manufacturing process knowledge, statistical methods, and structured problem-solving techniques.
- Drive recommendations and influence yield improvement roadmaps across technology development and manufacturing organizations.
- Analyze the relationship between electrical failures and physical defects through the application of:
- Failure Isolation and Failure Analysis (FIFA)
- Design for Test (DFT)
- Sort and Test methodologies
- Process Integration
- Manufacturing process flows
- Data mining and database analysis
- Data visualization techniques
- Evaluate inline defect metrology performance, detection capabilities, and defect monitoring systems used in manufacturing.
- Partner with Process Engineering, Integration, Quality and Reliability (Q&R), Product Engineering, and Test Development Engineering teams to resolve yield and defect challenges.
- Prepare and present detailed technical reports on yield performance, defect trends, and device health metrics.
- Define and drive corrective actions necessary to achieve world-class yield performance.
- Collaborate with upstream, downstream, and cross-functional stakeholders to support technology development, technology transfer, and successful ramp to high-volume manufacturing.
- Lead and mentor small teams of engineers in direct or indirect leadership capacities.
- Travel domestically and internationally as required.
Behavioral Skills
- Ability to lead cross-functional teams and effectively influence stakeholders across organizational boundaries.
- Comfortable working in ambiguous environments and adapting to changing priorities.
- Strong teamwork, leadership, prioritization, and problem-solving capabilities.
- Excellent analytical thinking and passion for data-driven decision-making.
- Strong organizational skills and attention to detail.
- Effective interpersonal skills with the ability to collaborate across all organizational levels.
- Strong verbal, written, presentation, and technical communication skills.
- Positive attitude with a willingness to take ownership and lead initiatives.
- Ability to work independently with minimal supervision.
Minimum Qualifications
- Bachelor's degree with 9+ years of experience, OR
- Master's degree with 6+ years of experience, OR
- PhD with 4+ years of experience
- In Materials Science and Engineering, Mechanical Engineering, Chemical Engineering, Electrical Engineering, Computer Science, Information Systems, Physics, Chemistry, or a related technical discipline.
- 5+ years of experience performing data analysis using tools like JMP, Python, or similar statistical and data analysis tools.
Preferred Qualifications
- Experience applying advanced statistical analysis techniques to manufacturing or yield-related problems.
- Experience utilizing structured technical problem-solving methodologies.
- Knowledge of semiconductor product design, circuit design, or architecture as it relates to yield analysis.
- Knowledge of inline defect metrology systems and their application to yield improvement.
- Experience with semiconductor manufacturing, advanced packaging technologies, or high-volume manufacturing environments.
- Experience working with large manufacturing datasets, databases, and data visualization tools.
- Experience leading technical projects or mentoring engineering teams.
Working Model
This role may require domestic and international travel as needed to support technology development and manufacturing activities.
Job Type:Experienced HireShift:Shift 1 (United States of America)Primary Location: US, Oregon, HillsboroAdditional Locations:US, New Mexico, AlbuquerqueBusiness group:Intel Foundry strives to make every facet of semiconductor manufacturing state-of-the-art while delighting our customers -- from delivering cutting-edge silicon process and packaging technology leadership for the AI era, enabling our customers to design leadership products, global manufacturing scale and supply chain, through the continuous yield improvements to advanced packaging all the way to final test and assembly. We ensure our foundry customers' products receive our utmost focus in terms of service, technology enablement and capacity commitments. Employees in the Foundry Technology Manufacturing are part of a worldwide factory network that designs, develops, manufactures, and assembly/test packages the compute devices to improve the lives of every person on Earth.Posting Statement:All qualified applicants will receive consideration for employment without regard to race, color, religion, religious creed, sex, national origin, ancestry, age, physical or mental disability, medical condition, genetic information, military and veteran status, marital status, pregnancy, gender, gender expression, gender identity, sexual orientation, or any other characteristic protected by local law, regulation, or ordinance.Position of TrustN/ABenefitsWe offer a total compensation package that ranks among the best in the industry. It consists of competitive pay, stock bonuses, and benefit programs which include health, retirement, and vacation. Find out more about the benefits of working at Intel.
Annual Salary Range for jobs which could be performed in the US: $190,610.00-269,100.00 USDThe range displayed on this job posting reflects the minimum and maximum target compensation for the position across all US locations. Within the range, individual pay is determined by work location and additional factors, including job-related skills, experience, and relevant education or training. Your recruiter can share more about the specific compensation range for your preferred location during the hiring process.Work Model for this Role
This role will require an on-site presence. * Job posting details (such as work model, location or time type) are subject to change.*
ADDITIONAL INFORMATION: Intel is committed to Responsible Business Alliance (RBA) compliance and ethical hiring practices. We do not charge any fees during our hiring process. Candidates should never be required to pay recruitment fees, medical examination fees, or any other charges as a condition of employment. If you are asked to pay any fees during our hiring process, please report this immediately to your recruiter.About Intel
Sourced by ZipRecruiter
Intel strives to make every facet of semiconductor manufacturing state-of-the-art -- from semiconductor process development and manufacturing, through yield improvement to packaging, final test and optimization, and world class Supply Chain and facilities support. Employees in the Technology and Manufacturing Group are part of a worldwide network of design, development, manufacturing, and assembly/test facilities, all focused on utilizing the power of Moore's Law to bring smart, connected devices to every person on Earth
Industry
Manufacturing
Company size
10,000+ Employees
Headquarters location
Santa Clara, CA, US
Year founded
1968